df_googletrends

Dataset statistics

Number of variables	30
Number of observations	28782
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.6 MiB
Average record size in memory	349.8 B

Variable types

NUM	26
CAT	2
DATE	1
BOOL	1

Warnings

`respiración asistida` has constant value "28782"	Constant
`Code provincia alpha` has a high cardinality: 54 distinct values	High cardinality
`infectados` is highly correlated with `coronavirus`	High correlation
`coronavirus` is highly correlated with `infectados`	High correlation
`Code provincia alpha` is highly correlated with `Code comunidad autónoma alpha`	High correlation
`Code comunidad autónoma alpha` is highly correlated with `Code provincia alpha`	High correlation
`Code provincia alpha` is uniformly distributed	Uniform
`ambulancia` has 3587 (12.5%) zeros	Zeros
`astrazeneca` has 10353 (36.0%) zeros	Zeros
`cementerio` has 1314 (4.6%) zeros	Zeros
`confinamiento` has 15265 (53.0%) zeros	Zeros
`coronavirus` has 442 (1.5%) zeros	Zeros
`covid` has 3081 (10.7%) zeros	Zeros
`enferma` has 7204 (25.0%) zeros	Zeros
`enfermo` has 2082 (7.2%) zeros	Zeros
`enfermo terminal` has 25837 (89.8%) zeros	Zeros
`entubado` has 22764 (79.1%) zeros	Zeros
`fiebre` has 581 (2.0%) zeros	Zeros
`infectados` has 3212 (11.2%) zeros	Zeros
`janssen` has 14638 (50.9%) zeros	Zeros
`paliativos` has 8062 (28.0%) zeros	Zeros
`pandemia` has 1800 (6.3%) zeros	Zeros
`pfizer` has 10071 (35.0%) zeros	Zeros
`sars` has 5609 (19.5%) zeros	Zeros
`tanatorio` has 1068 (3.7%) zeros	Zeros
`toque de queda` has 11375 (39.5%) zeros	Zeros
`tos` has 1152 (4.0%) zeros	Zeros
`uci` has 2377 (8.3%) zeros	Zeros
`vacuna` has 4630 (16.1%) zeros	Zeros

Reproduction

Analysis started	2021-07-17 17:56:54.851017
Analysis finished	2021-07-17 17:58:08.698731
Duration	1 minute and 13.85 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

fecha
Date

Distinct	533
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	449.7 KiB

Minimum	2020-01-05 00:00:00
Maximum	2021-06-20 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

ambulancia
Real number (ℝ_≥0)

ZEROS

Distinct	1435
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29.64931207
Minimum	0
Maximum	100
Zeros	3587
Zeros (%)	12.5%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	13
median	27.85714286
Q3	43.85714286
95-th percentile	69.28571429
Maximum	100
Range	100
Interquartile range (IQR)	30.85714286

Descriptive statistics

Standard deviation	21.75560263
Coefficient of variation (CV)	0.7337641623
Kurtosis	-0.2239085077
Mean	29.64931207
Median Absolute Deviation (MAD)	15.45733012
Skewness	0.5485683614
Sum	853366.5
Variance	473.3062459
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3587	12.5%
20	356	1.2%
17	333	1.2%
16	325	1.1%
19	271	0.9%
21	212	0.7%
37	205	0.7%
42	183	0.6%
32	177	0.6%
33	175	0.6%
45	164	0.6%
15	162	0.6%
30	154	0.5%
24	145	0.5%
36	143	0.5%
22	143	0.5%
11.42857143	142	0.5%
17.14285714	141	0.5%
8	140	0.5%
39	137	0.5%
40	136	0.5%
12	132	0.5%
14	130	0.5%
27	125	0.4%
28	124	0.4%
Other values (1410)	20840	72.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3587	12.5%
0.03183520599	1	< 0.1%
0.06367041199	1	< 0.1%
0.09550561798	1	< 0.1%
0.127340824	1	< 0.1%
0.15917603	1	< 0.1%
0.191011236	1	< 0.1%
0.2228464419	1	< 0.1%
0.2546816479	1	< 0.1%
0.2865168539	1	< 0.1%

Value	Count	Frequency (%)
100	54	0.2%
99.57142857	2	< 0.1%
99.14285714	2	< 0.1%
99	2	< 0.1%
98.71428571	2	< 0.1%
98.28571429	2	< 0.1%
98	2	< 0.1%
97.85714286	3	< 0.1%
97.42857143	2	< 0.1%
97	5	< 0.1%

astrazeneca
Real number (ℝ_≥0)

ZEROS

Distinct	721
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.125981516
Minimum	0
Maximum	100
Zeros	10353
Zeros (%)	36.0%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	10.28571429
95-th percentile	49.14285714
Maximum	100
Range	100
Interquartile range (IQR)	10.28571429

Descriptive statistics

Standard deviation	17.40144358
Coefficient of variation (CV)	1.906802413
Kurtosis	6.036032584
Mean	9.125981516
Median Absolute Deviation (MAD)	1
Skewness	2.438797613
Sum	262664
Variance	302.8102386
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10353	36.0%
1	2549	8.9%
0.5714285714	613	2.1%
2	500	1.7%
0.8571428571	399	1.4%
0.2857142857	361	1.3%
0.8571428571	358	1.2%
1.142857143	347	1.2%
0.2857142857	328	1.1%
0.4285714286	325	1.1%
1.857142857	295	1.0%
0.7142857143	288	1.0%
0.1428571429	288	1.0%
1.428571429	272	0.9%
1.571428571	247	0.9%
0.7142857143	243	0.8%
0.4285714286	238	0.8%
0.1428571429	238	0.8%
2.142857143	224	0.8%
1.714285714	220	0.8%
1.714285714	218	0.8%
1.285714286	197	0.7%
3	184	0.6%
2.714285714	170	0.6%
1.285714286	156	0.5%
Other values (696)	9171	31.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10353	36.0%
0.1428571429	288	1.0%
0.1428571429	238	0.8%
0.2857142857	361	1.3%
0.2857142857	328	1.1%
0.4285714286	325	1.1%
0.4285714286	238	0.8%
0.4285714286	30	0.1%
0.5714285714	613	2.1%
0.5714285714	102	0.4%

Value	Count	Frequency (%)
100	24	0.1%
99	6	< 0.1%
96.85714286	1	< 0.1%
96.28571429	3	< 0.1%
96	4	< 0.1%
94.71428571	1	< 0.1%
94.42857143	3	< 0.1%
94.28571429	1	< 0.1%
94	1	< 0.1%
93.85714286	1	< 0.1%

cementerio
Real number (ℝ_≥0)

ZEROS

Distinct	250
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.378743659
Minimum	0
Maximum	32
Zeros	1314
Zeros (%)	4.6%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.5714285714
Q1	2.571428571
median	4
Q3	5.428571429
95-th percentile	9.428571429
Maximum	32
Range	32
Interquartile range (IQR)	2.857142857

Descriptive statistics

Standard deviation	3.095946689
Coefficient of variation (CV)	0.7070399479
Kurtosis	12.07772802
Mean	4.378743659
Median Absolute Deviation (MAD)	1.428571429
Skewness	2.523280418
Sum	126029
Variance	9.5848859
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	1756	6.1%
2	1583	5.5%
4	1484	5.2%
0	1314	4.6%
5	1311	4.6%
6	731	2.5%
7	727	2.5%
2.857142857	663	2.3%
4.714285714	659	2.3%
3.714285714	639	2.2%
2.285714286	612	2.1%
4.571428571	612	2.1%
4.428571429	605	2.1%
4.285714286	590	2.0%
3.142857143	566	2.0%
3.857142857	544	1.9%
3.285714286	537	1.9%
2.714285714	503	1.7%
4.142857143	490	1.7%
2.142857143	452	1.6%
4.857142857	404	1.4%
5.285714286	367	1.3%
5.571428571	349	1.2%
3.428571429	342	1.2%
1	324	1.1%
Other values (225)	10618	36.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1314	4.6%
0.2857142857	39	0.1%
0.2857142857	32	0.1%
0.4285714286	21	0.1%
0.4285714286	15	0.1%
0.5714285714	54	0.2%
0.5714285714	62	0.2%
0.7142857143	8	< 0.1%
0.7142857143	5	< 0.1%
0.8571428571	69	0.2%

Value	Count	Frequency (%)
32	8	< 0.1%
30	1	< 0.1%
29.57142857	8	< 0.1%
29.14285714	8	< 0.1%
27.42857143	1	< 0.1%
27.14285714	8	< 0.1%
27	4	< 0.1%
26.28571429	8	< 0.1%
26	1	< 0.1%
25.85714286	3	< 0.1%

confinamiento
Real number (ℝ_≥0)

ZEROS

Distinct	76
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6230977694
Minimum	0
Maximum	9
Zeros	15265
Zeros (%)	53.0%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2.571428571
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9006981679
Coefficient of variation (CV)	1.445516598
Kurtosis	3.694270098
Mean	0.6230977694
Median Absolute Deviation (MAD)	0
Skewness	1.759370382
Sum	17934
Variance	0.8112571896
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15265	53.0%
1	4545	15.8%
2	1194	4.1%
0.5714285714	644	2.2%
3	473	1.6%
0.8571428571	328	1.1%
0.8571428571	327	1.1%
0.2857142857	326	1.1%
0.2857142857	326	1.1%
0.1428571429	317	1.1%
0.4285714286	317	1.1%
0.7142857143	317	1.1%
0.4285714286	310	1.1%
0.7142857143	308	1.1%
0.1428571429	308	1.1%
1.857142857	305	1.1%
1.571428571	270	0.9%
1.142857143	269	0.9%
1.428571429	254	0.9%
2.714285714	228	0.8%
2.142857143	214	0.7%
2.285714286	189	0.7%
2.857142857	172	0.6%
1.285714286	149	0.5%
1.285714286	142	0.5%
Other values (51)	1285	4.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15265	53.0%
0.1428571429	308	1.1%
0.1428571429	317	1.1%
0.2857142857	326	1.1%
0.2857142857	326	1.1%
0.4285714286	310	1.1%
0.4285714286	317	1.1%
0.4285714286	1	< 0.1%
0.5714285714	644	2.2%
0.5714285714	10	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8.428571429	1	< 0.1%
8.285714286	1	< 0.1%
7.857142857	1	< 0.1%
7.571428571	1	< 0.1%
7.285714286	1	< 0.1%
6.857142857	1	< 0.1%
6.714285714	1	< 0.1%
6.142857143	2	< 0.1%
6	6	< 0.1%

coronavirus
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	710
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.08164825
Minimum	0
Maximum	100
Zeros	442
Zeros (%)	1.5%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2.142857143
Q1	5
median	8.428571429
Q3	12.71428571
95-th percentile	55.71428571
Maximum	100
Range	100
Interquartile range (IQR)	7.714285714

Descriptive statistics

Standard deviation	18.11261232
Coefficient of variation (CV)	1.286256551
Kurtosis	8.779475665
Mean	14.08164825
Median Absolute Deviation (MAD)	3.714285714
Skewness	2.922433682
Sum	405298
Variance	328.066725
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	1601	5.6%
3	1467	5.1%
6	1290	4.5%
5	1093	3.8%
9	696	2.4%
8	675	2.3%
10	644	2.2%
7	633	2.2%
11	565	2.0%
2	462	1.6%
0	442	1.5%
12	303	1.1%
9.857142857	278	1.0%
9.285714286	268	0.9%
9.571428571	263	0.9%
8.857142857	262	0.9%
8.428571429	259	0.9%
9.428571429	255	0.9%
13	254	0.9%
8.142857143	247	0.9%
8.571428571	239	0.8%
8.714285714	231	0.8%
9.142857143	228	0.8%
8.285714286	215	0.7%
10.14285714	214	0.7%
Other values (685)	15698	54.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	442	1.5%
0.1428571429	4	< 0.1%
0.1428571429	2	< 0.1%
0.2857142857	52	0.2%
0.2857142857	2	< 0.1%
0.4285714286	9	< 0.1%
0.4285714286	2	< 0.1%
0.4285714286	1	< 0.1%
0.5714285714	54	0.2%
0.7142857143	4	< 0.1%

Value	Count	Frequency (%)
100	82	0.3%
99.71428571	13	< 0.1%
99.57142857	2	< 0.1%
99.42857143	13	< 0.1%
99.14285714	30	0.1%
99	1	< 0.1%
98.85714286	13	< 0.1%
98.71428571	10	< 0.1%
98.57142857	14	< 0.1%
98.42857143	3	< 0.1%

covid
Real number (ℝ_≥0)

ZEROS

Distinct	160
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.656451949
Minimum	0
Maximum	18
Zeros	3081
Zeros (%)	10.7%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	5.857142857
Q3	7.142857143
95-th percentile	10.71428571
Maximum	18
Range	18
Interquartile range (IQR)	3.142857143

Descriptive statistics

Standard deviation	3.029251763
Coefficient of variation (CV)	0.535539202
Kurtosis	0.5429442804
Mean	5.656451949
Median Absolute Deviation (MAD)	1.857142857
Skewness	0.1128162552
Sum	162804
Variance	9.176366244
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3081	10.7%
5	2231	7.8%
4	2197	7.6%
7	2100	7.3%
6	1830	6.4%
3	1108	3.8%
8	946	3.3%
9	643	2.2%
6.285714286	504	1.8%
6.571428571	496	1.7%
6.714285714	489	1.7%
6.428571429	478	1.7%
6.857142857	448	1.6%
6.142857143	405	1.4%
5.428571429	393	1.4%
5.714285714	373	1.3%
5.571428571	365	1.3%
5.285714286	362	1.3%
5.857142857	351	1.2%
4.285714286	334	1.2%
4.571428571	325	1.1%
10	323	1.1%
5.142857143	321	1.1%
7.571428571	289	1.0%
7.285714286	287	1.0%
Other values (135)	8103	28.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3081	10.7%
0.1428571429	1	< 0.1%
0.2857142857	47	0.2%
0.4285714286	7	< 0.1%
0.4285714286	2	< 0.1%
0.5714285714	48	0.2%
0.5714285714	1	< 0.1%
0.7142857143	1	< 0.1%
0.7142857143	2	< 0.1%
0.8571428571	53	0.2%

Value	Count	Frequency (%)
18	2	< 0.1%
17.71428571	2	< 0.1%
17.42857143	4	< 0.1%
17.14285714	2	< 0.1%
16.85714286	4	< 0.1%
16.57142857	2	< 0.1%
16.28571429	4	< 0.1%
16	13	< 0.1%
15.85714286	19	0.1%
15.71428571	2	< 0.1%

dolor
Real number (ℝ_≥0)

Distinct	820
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	53.81912306
Minimum	0
Maximum	100
Zeros	34
Zeros (%)	0.1%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	20.85714286
Q1	46.71428571
median	57
Q3	64
95-th percentile	73.71428571
Maximum	100
Range	100
Interquartile range (IQR)	17.28571429

Descriptive statistics

Standard deviation	15.35310529
Coefficient of variation (CV)	0.285272305
Kurtosis	0.4920711367
Mean	53.81912306
Median Absolute Deviation (MAD)	8.142857143
Skewness	-0.7728949335
Sum	1549022
Variance	235.717842
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61	421	1.5%
62	362	1.3%
54	293	1.0%
58	288	1.0%
63	287	1.0%
57	274	1.0%
66	263	0.9%
65	254	0.9%
59	212	0.7%
55	207	0.7%
67	200	0.7%
69	191	0.7%
68	190	0.7%
60	189	0.7%
54.57142857	187	0.6%
52	187	0.6%
63.28571429	186	0.6%
56	177	0.6%
49	175	0.6%
64	173	0.6%
56.28571429	158	0.5%
56.85714286	154	0.5%
55.71428571	151	0.5%
64.14285714	150	0.5%
58.28571429	150	0.5%
Other values (795)	23303	81.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	34	0.1%
2	1	< 0.1%
2.142857143	1	< 0.1%
2.285714286	1	< 0.1%
2.285714286	1	< 0.1%
2.428571429	1	< 0.1%
2.714285714	2	< 0.1%
3	1	< 0.1%
3.857142857	1	< 0.1%
4	2	< 0.1%

Value	Count	Frequency (%)
100	11	< 0.1%
99.85714286	1	< 0.1%
99.71428571	1	< 0.1%
99.57142857	1	< 0.1%
99.42857143	1	< 0.1%
99.28571429	1	< 0.1%
99.14285714	1	< 0.1%
99	1	< 0.1%
98.14285714	2	< 0.1%
98	1	< 0.1%

enferma
Real number (ℝ_≥0)

ZEROS

Distinct	425
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.561392537
Minimum	0
Maximum	80
Zeros	7204
Zeros (%)	25.0%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.428571429
Q3	11.42857143
95-th percentile	21.14285714
Maximum	80
Range	80
Interquartile range (IQR)	11.42857143

Descriptive statistics

Standard deviation	7.472467838
Coefficient of variation (CV)	0.98823964
Kurtosis	4.829475668
Mean	7.561392537
Median Absolute Deviation (MAD)	5.285714286
Skewness	1.607257841
Sum	217632
Variance	55.83777559
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7204	25.0%
9	1126	3.9%
13	741	2.6%
6	567	2.0%
8	474	1.6%
12	426	1.5%
8.571428571	406	1.4%
6.428571429	402	1.4%
5	387	1.3%
3	373	1.3%
4	343	1.2%
10	341	1.2%
2	300	1.0%
11.14285714	260	0.9%
15	247	0.9%
7.714285714	239	0.8%
9.428571429	235	0.8%
4.285714286	230	0.8%
5.714285714	215	0.7%
5.142857143	205	0.7%
5.142857143	203	0.7%
7	196	0.7%
2.571428571	192	0.7%
8.142857143	180	0.6%
5.571428571	179	0.6%
Other values (400)	13111	45.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7204	25.0%
0.5714285714	4	< 0.1%
0.5714285714	8	< 0.1%
0.7142857143	24	0.1%
0.7142857143	32	0.1%
0.8571428571	12	< 0.1%
0.8571428571	12	< 0.1%
1	24	0.1%
1.142857143	66	0.2%
1.142857143	53	0.2%

Value	Count	Frequency (%)
80	1	< 0.1%
69	2	< 0.1%
68.57142857	2	< 0.1%
66	2	< 0.1%
64	2	< 0.1%
59.14285714	2	< 0.1%
59	2	< 0.1%
57.14285714	1	< 0.1%
57.14285714	1	< 0.1%
56.57142857	4	< 0.1%

enfermo
Real number (ℝ_≥0)

ZEROS

Distinct	811
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	26.0427003
Minimum	0
Maximum	100
Zeros	2082
Zeros (%)	7.2%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14.57142857
median	24.28571429
Q3	36
95-th percentile	56
Maximum	100
Range	100
Interquartile range (IQR)	21.42857143

Descriptive statistics

Standard deviation	16.56217847
Coefficient of variation (CV)	0.6359624108
Kurtosis	0.7692715141
Mean	26.0427003
Median Absolute Deviation (MAD)	10.28571429
Skewness	0.7333160359
Sum	749561
Variance	274.3057555
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2082	7.2%
18	348	1.2%
27	282	1.0%
20	278	1.0%
14	247	0.9%
9	245	0.9%
15	217	0.8%
26	216	0.8%
13	209	0.7%
19	204	0.7%
12.85714286	199	0.7%
37	193	0.7%
25	191	0.7%
16	183	0.6%
17.14285714	173	0.6%
8	167	0.6%
12	152	0.5%
17	144	0.5%
21	143	0.5%
28.28571429	141	0.5%
16.71428571	140	0.5%
10	138	0.5%
11.42857143	136	0.5%
24	136	0.5%
23	131	0.5%
Other values (786)	22087	76.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2082	7.2%
0.7142857143	4	< 0.1%
0.7142857143	4	< 0.1%
1.428571429	4	< 0.1%
1.428571429	8	< 0.1%
1.428571429	4	< 0.1%
1.714285714	6	< 0.1%
1.714285714	7	< 0.1%
1.857142857	16	0.1%
1.857142857	9	< 0.1%

Value	Count	Frequency (%)
100	12	< 0.1%
98	3	< 0.1%
97	10	< 0.1%
96	5	< 0.1%
94	1	< 0.1%
93	1	< 0.1%
92.71428571	6	< 0.1%
92.42857143	3	< 0.1%
90.42857143	1	< 0.1%
90.28571429	2	< 0.1%

enfermo terminal
Real number (ℝ_≥0)

ZEROS

Distinct	58
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2242373706
Minimum	0
Maximum	9
Zeros	25837
Zeros (%)	89.8%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.142857143
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8023187447
Coefficient of variation (CV)	3.577988551
Kurtosis	24.53810658
Mean	0.2242373706
Median Absolute Deviation (MAD)	0
Skewness	4.513443735
Sum	6454
Variance	0.6437153681
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25837	89.8%
3	581	2.0%
2.142857143	221	0.8%
1.714285714	167	0.6%
1.714285714	165	0.6%
0.8571428571	155	0.5%
2.571428571	139	0.5%
0.8571428571	138	0.5%
2.571428571	135	0.5%
1.285714286	118	0.4%
0.4285714286	110	0.4%
0.4285714286	108	0.4%
1.285714286	107	0.4%
1.142857143	65	0.2%
2	61	0.2%
4.285714286	44	0.2%
0.5714285714	40	0.1%
6	39	0.1%
0.5714285714	37	0.1%
1.428571429	31	0.1%
3.428571429	31	0.1%
3.428571429	31	0.1%
4	30	0.1%
0.2857142857	28	0.1%
5.142857143	28	0.1%
Other values (33)	336	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	25837	89.8%
0.1428571429	1	< 0.1%
0.1428571429	1	< 0.1%
0.2857142857	28	0.1%
0.2857142857	28	0.1%
0.4285714286	108	0.4%
0.4285714286	1	< 0.1%
0.4285714286	110	0.4%
0.5714285714	40	0.1%
0.5714285714	37	0.1%

Value	Count	Frequency (%)
9	8	< 0.1%
7.714285714	8	< 0.1%
7.714285714	8	< 0.1%
7	11	< 0.1%
6.428571429	19	0.1%
6	39	0.1%
5.857142857	3	< 0.1%
5.285714286	3	< 0.1%
5.142857143	28	0.1%
5.142857143	28	0.1%

entubado
Real number (ℝ_≥0)

ZEROS

Distinct	145
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.7348342714
Minimum	0
Maximum	42
Zeros	22764
Zeros (%)	79.1%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5
Maximum	42
Range	42
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.064999
Coefficient of variation (CV)	2.810156086
Kurtosis	66.96534318
Mean	0.7348342714
Median Absolute Deviation (MAD)	0
Skewness	6.041941257
Sum	21150
Variance	4.26422087
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22764	79.1%
3	521	1.8%
2	339	1.2%
2.142857143	263	0.9%
4	240	0.8%
6	239	0.8%
1.714285714	213	0.7%
1.714285714	213	0.7%
2.571428571	202	0.7%
2.571428571	193	0.7%
4.285714286	191	0.7%
0.8571428571	184	0.6%
5	183	0.6%
1	163	0.6%
7	157	0.5%
1.285714286	134	0.5%
3.428571429	132	0.5%
0.8571428571	128	0.4%
3.428571429	126	0.4%
0.4285714286	113	0.4%
1.285714286	112	0.4%
0.4285714286	111	0.4%
5.142857143	102	0.4%
5.142857143	100	0.3%
1.142857143	90	0.3%
Other values (120)	1569	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22764	79.1%
0.1428571429	1	< 0.1%
0.1428571429	1	< 0.1%
0.2857142857	16	0.1%
0.2857142857	17	0.1%
0.4285714286	113	0.4%
0.4285714286	1	< 0.1%
0.4285714286	111	0.4%
0.5714285714	47	0.2%
0.5714285714	38	0.1%

Value	Count	Frequency (%)
42	2	< 0.1%
40	2	< 0.1%
36	4	< 0.1%
34.28571429	4	< 0.1%
30	4	< 0.1%
28.57142857	2	< 0.1%
28.57142857	2	< 0.1%
24	4	< 0.1%
22.85714286	4	< 0.1%
20	4	< 0.1%

fiebre
Real number (ℝ_≥0)

ZEROS

Distinct	399
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.83753735
Minimum	0
Maximum	100
Zeros	581
Zeros (%)	2.0%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	3.285714286
Q1	6
median	8.571428571
Q3	11.71428571
95-th percentile	21
Maximum	100
Range	100
Interquartile range (IQR)	5.714285714

Descriptive statistics

Standard deviation	6.174912241
Coefficient of variation (CV)	0.627688823
Kurtosis	10.18856225
Mean	9.83753735
Median Absolute Deviation (MAD)	2.571428571
Skewness	2.334575493
Sum	283144
Variance	38.12954118
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	1184	4.1%
7	1010	3.5%
8	984	3.4%
11	752	2.6%
5	719	2.5%
9	661	2.3%
0	581	2.0%
4	507	1.8%
10	480	1.7%
13	415	1.4%
5.714285714	412	1.4%
6.428571429	395	1.4%
8.571428571	372	1.3%
8.142857143	357	1.2%
6.571428571	342	1.2%
9.857142857	325	1.1%
6.714285714	323	1.1%
8.428571429	323	1.1%
9.571428571	319	1.1%
8.857142857	318	1.1%
7.571428571	314	1.1%
5.571428571	310	1.1%
12	300	1.0%
5.428571429	298	1.0%
9.285714286	296	1.0%
Other values (374)	16485	57.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	581	2.0%
0.4285714286	3	< 0.1%
0.4285714286	9	< 0.1%
0.5714285714	4	< 0.1%
0.5714285714	2	< 0.1%
0.8571428571	5	< 0.1%
0.8571428571	9	< 0.1%
0.8571428571	1	< 0.1%
1	22	0.1%
1.142857143	4	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
85.71428571	1	< 0.1%
85.71428571	1	< 0.1%
71.42857143	2	< 0.1%
57.14285714	1	< 0.1%
57.14285714	1	< 0.1%
50	3	< 0.1%
48	3	< 0.1%
47	6	< 0.1%
46.28571429	1	< 0.1%

hospital
Real number (ℝ_≥0)

Distinct	829
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	49.01931763
Minimum	0
Maximum	100
Zeros	150
Zeros (%)	0.5%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	14.14285714
Q1	39.42857143
median	52.28571429
Q3	61.57142857
95-th percentile	73.14285714
Maximum	100
Range	100
Interquartile range (IQR)	22.14285714

Descriptive statistics

Standard deviation	18.06222672
Coefficient of variation (CV)	0.3684716066
Kurtosis	0.02013803307
Mean	49.01931763
Median Absolute Deviation (MAD)	10.28571429
Skewness	-0.4090271514
Sum	1410874
Variance	326.2440341
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63	300	1.0%
58	256	0.9%
62	252	0.9%
56	227	0.8%
55	220	0.8%
68	214	0.7%
60	199	0.7%
59	194	0.7%
64	193	0.7%
57	165	0.6%
44	164	0.6%
52	163	0.6%
54	157	0.5%
65	153	0.5%
0	150	0.5%
61	149	0.5%
61.71428571	147	0.5%
53	146	0.5%
53.57142857	146	0.5%
57.28571429	143	0.5%
45	140	0.5%
61.57142857	140	0.5%
67	131	0.5%
58.57142857	130	0.5%
51	129	0.4%
Other values (804)	24374	84.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	150	0.5%
1.714285714	1	< 0.1%
1.857142857	1	< 0.1%
1.857142857	1	< 0.1%
2	3	< 0.1%
2.142857143	2	< 0.1%
2.142857143	2	< 0.1%
2.285714286	2	< 0.1%
2.428571429	3	< 0.1%
2.428571429	2	< 0.1%

Value	Count	Frequency (%)
100	37	0.1%
99.28571429	11	< 0.1%
99	3	< 0.1%
98.57142857	11	< 0.1%
98.28571429	5	< 0.1%
98	7	< 0.1%
97.85714286	19	0.1%
97.71428571	14	< 0.1%
97.14285714	11	< 0.1%
97	3	< 0.1%

infectados
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	612
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.852373011
Minimum	0
Maximum	100
Zeros	3212
Zeros (%)	11.2%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2.285714286
Q3	4.571428571
95-th percentile	35.14285714
Maximum	100
Range	100
Interquartile range (IQR)	3.571428571

Descriptive statistics

Standard deviation	15.02338629
Coefficient of variation (CV)	2.192435564
Kurtosis	16.60052144
Mean	6.852373011
Median Absolute Deviation (MAD)	1.428571429
Skewness	3.988108367
Sum	197225
Variance	225.7021355
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3212	11.2%
1	2226	7.7%
2	2154	7.5%
3	1200	4.2%
4	607	2.1%
1.857142857	570	2.0%
2.285714286	556	1.9%
1.142857143	530	1.8%
2.857142857	515	1.8%
2.142857143	488	1.7%
2.714285714	482	1.7%
0.5714285714	466	1.6%
1.428571429	460	1.6%
3.142857143	430	1.5%
3.714285714	429	1.5%
1.571428571	416	1.4%
1.714285714	359	1.2%
1.714285714	324	1.1%
1.285714286	323	1.1%
2.571428571	304	1.1%
0.8571428571	295	1.0%
0.8571428571	290	1.0%
5	275	1.0%
1.285714286	270	0.9%
0.2857142857	253	0.9%
Other values (587)	11348	39.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3212	11.2%
0.1428571429	173	0.6%
0.1428571429	169	0.6%
0.2857142857	253	0.9%
0.2857142857	238	0.8%
0.4285714286	210	0.7%
0.4285714286	169	0.6%
0.4285714286	52	0.2%
0.5714285714	466	1.6%
0.5714285714	105	0.4%

Value	Count	Frequency (%)
100	29	0.1%
99	3	< 0.1%
98.71428571	1	< 0.1%
98	1	< 0.1%
97.42857143	1	< 0.1%
96.42857143	3	< 0.1%
96.28571429	8	< 0.1%
96.28571429	4	< 0.1%
96.14285714	1	< 0.1%
96	10	< 0.1%

janssen
Real number (ℝ_≥0)

ZEROS

Distinct	296
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.094642485
Minimum	0
Maximum	40
Zeros	14638
Zeros (%)	50.9%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.142857143
95-th percentile	13
Maximum	40
Range	40
Interquartile range (IQR)	1.142857143

Descriptive statistics

Standard deviation	4.55969692
Coefficient of variation (CV)	2.176837791
Kurtosis	10.42505799
Mean	2.094642485
Median Absolute Deviation (MAD)	0
Skewness	3.042322109
Sum	60288
Variance	20.790836
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14638	50.9%
1	1740	6.0%
0.5714285714	866	3.0%
0.8571428571	481	1.7%
0.2857142857	467	1.6%
0.8571428571	452	1.6%
0.2857142857	444	1.5%
0.4285714286	400	1.4%
0.7142857143	391	1.4%
0.1428571429	388	1.3%
0.7142857143	388	1.3%
2	385	1.3%
0.1428571429	380	1.3%
0.4285714286	380	1.3%
1.142857143	231	0.8%
4	190	0.7%
1.857142857	153	0.5%
3	153	0.5%
1.428571429	150	0.5%
1.714285714	149	0.5%
11	142	0.5%
2.142857143	135	0.5%
2.714285714	124	0.4%
1.714285714	123	0.4%
8	117	0.4%
Other values (271)	5315	18.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14638	50.9%
0.1428571429	388	1.3%
0.1428571429	380	1.3%
0.2857142857	467	1.6%
0.2857142857	444	1.5%
0.4285714286	400	1.4%
0.4285714286	380	1.3%
0.4285714286	8	< 0.1%
0.5714285714	866	3.0%
0.5714285714	84	0.3%

Value	Count	Frequency (%)
40	1	< 0.1%
37.28571429	1	< 0.1%
36	4	< 0.1%
34.85714286	4	< 0.1%
34.57142857	1	< 0.1%
34.28571429	1	< 0.1%
34	2	< 0.1%
33.71428571	4	< 0.1%
33	2	< 0.1%
32.71428571	2	< 0.1%

muerte
Real number (ℝ_≥0)

Distinct	592
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	27.64151206
Minimum	0
Maximum	100
Zeros	242
Zeros (%)	0.8%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	16.42857143
Q1	22.85714286
median	27
Q3	32
95-th percentile	41.28571429
Maximum	100
Range	100
Interquartile range (IQR)	9.142857143

Descriptive statistics

Standard deviation	8.187527289
Coefficient of variation (CV)	0.2962040308
Kurtosis	3.861661403
Mean	27.64151206
Median Absolute Deviation (MAD)	4.571428571
Skewness	0.5568127466
Sum	795578
Variance	67.0356031
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23	559	1.9%
27	503	1.7%
25	501	1.7%
30	418	1.5%
28	358	1.2%
31	340	1.2%
26	338	1.2%
24	309	1.1%
23.85714286	286	1.0%
29	285	1.0%
22	285	1.0%
20	284	1.0%
21	278	1.0%
32	278	1.0%
33	257	0.9%
28.85714286	256	0.9%
24.14285714	252	0.9%
35	247	0.9%
28.28571429	247	0.9%
19	245	0.9%
27.28571429	244	0.8%
0	242	0.8%
27.71428571	236	0.8%
29.14285714	226	0.8%
28.14285714	224	0.8%
Other values (567)	21084	73.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	242	0.8%
2.285714286	1	< 0.1%
2.714285714	3	< 0.1%
2.714285714	1	< 0.1%
2.857142857	4	< 0.1%
2.857142857	5	< 0.1%
3	4	< 0.1%
3.142857143	1	< 0.1%
3.142857143	2	< 0.1%
3.285714286	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
97	1	< 0.1%
90	1	< 0.1%
89.57142857	1	< 0.1%
89.28571429	1	< 0.1%
86.57142857	1	< 0.1%
86.28571429	1	< 0.1%
85.14285714	1	< 0.1%
85	1	< 0.1%
83.14285714	1	< 0.1%

paliativos
Real number (ℝ_≥0)

ZEROS

Distinct	625
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.51434925
Minimum	0
Maximum	100
Zeros	8062
Zeros (%)	28.0%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	11.71428571
Q3	21
95-th percentile	38
Maximum	100
Range	100
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	13.25181989
Coefficient of variation (CV)	0.980574029
Kurtosis	2.225385717
Mean	13.51434925
Median Absolute Deviation (MAD)	10.57142857
Skewness	1.196860889
Sum	388970
Variance	175.6107304
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8062	28.0%
16	533	1.9%
22	315	1.1%
20	306	1.1%
17	301	1.0%
8	275	1.0%
17.14285714	262	0.9%
15	245	0.9%
16.28571429	232	0.8%
19	231	0.8%
21	218	0.8%
11.42857143	216	0.8%
18	214	0.7%
7	212	0.7%
24	206	0.7%
8.571428571	201	0.7%
9.142857143	196	0.7%
12	194	0.7%
6	188	0.7%
12.85714286	174	0.6%
19.28571429	147	0.5%
10.85714286	146	0.5%
11	144	0.5%
23	136	0.5%
3	130	0.5%
Other values (600)	15298	53.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8062	28.0%
1	58	0.2%
1.142857143	19	0.1%
1.142857143	18	0.1%
1.285714286	7	< 0.1%
1.285714286	7	< 0.1%
1.428571429	9	< 0.1%
1.428571429	15	0.1%
1.571428571	9	< 0.1%
1.571428571	18	0.1%

Value	Count	Frequency (%)
100	3	< 0.1%
96.28571429	2	< 0.1%
95	1	< 0.1%
93	1	< 0.1%
92.71428571	1	< 0.1%
92.57142857	2	< 0.1%
92	1	< 0.1%
88.85714286	2	< 0.1%
85.71428571	2	< 0.1%
85.71428571	1	< 0.1%

pandemia
Real number (ℝ_≥0)

ZEROS

Distinct	357
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.756167049
Minimum	0
Maximum	91
Zeros	1800
Zeros (%)	6.3%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.428571429
median	3.714285714
Q3	5.571428571
95-th percentile	13
Maximum	91
Range	91
Interquartile range (IQR)	3.142857143

Descriptive statistics

Standard deviation	4.553630644
Coefficient of variation (CV)	0.9574160446
Kurtosis	29.1627097
Mean	4.756167049
Median Absolute Deviation (MAD)	1.571428571
Skewness	3.792507172
Sum	136892
Variance	20.73555204
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	2159	7.5%
0	1800	6.3%
4	1705	5.9%
2	1607	5.6%
5	1016	3.5%
3.285714286	658	2.3%
3.714285714	655	2.3%
1	655	2.3%
2.857142857	635	2.2%
3.857142857	621	2.2%
2.285714286	596	2.1%
3.142857143	566	2.0%
2.714285714	497	1.7%
4.428571429	473	1.6%
2.142857143	464	1.6%
4.714285714	440	1.5%
6	386	1.3%
4.571428571	352	1.2%
3.428571429	341	1.2%
4.285714286	328	1.1%
2.571428571	326	1.1%
3.428571429	324	1.1%
3.571428571	323	1.1%
4.142857143	318	1.1%
3.571428571	312	1.1%
Other values (332)	11225	39.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1800	6.3%
0.1428571429	45	0.2%
0.1428571429	63	0.2%
0.2857142857	67	0.2%
0.2857142857	81	0.3%
0.4285714286	62	0.2%
0.4285714286	63	0.2%
0.4285714286	11	< 0.1%
0.5714285714	147	0.5%
0.5714285714	25	0.1%

Value	Count	Frequency (%)
91	1	< 0.1%
81.57142857	1	< 0.1%
78	1	< 0.1%
72.14285714	1	< 0.1%
65	1	< 0.1%
62.71428571	1	< 0.1%
62	1	< 0.1%
53.28571429	1	< 0.1%
53.14285714	1	< 0.1%
53.14285714	1	< 0.1%

pfizer
Real number (ℝ_≥0)

ZEROS

Distinct	459
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.132270169
Minimum	0
Maximum	97
Zeros	10071
Zeros (%)	35.0%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.8571428571
Q3	9.428571429
95-th percentile	27.14285714
Maximum	97
Range	97
Interquartile range (IQR)	9.428571429

Descriptive statistics

Standard deviation	9.322262365
Coefficient of variation (CV)	1.520197595
Kurtosis	5.675810211
Mean	6.132270169
Median Absolute Deviation (MAD)	0.8571428571
Skewness	2.081326956
Sum	176499
Variance	86.9045756
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10071	35.0%
1	1405	4.9%
0.5714285714	720	2.5%
0.8571428571	391	1.4%
0.8571428571	383	1.3%
0.2857142857	376	1.3%
0.2857142857	373	1.3%
0.4285714286	351	1.2%
0.7142857143	345	1.2%
8	343	1.2%
0.1428571429	339	1.2%
0.4285714286	339	1.2%
0.7142857143	335	1.2%
0.1428571429	335	1.2%
10	256	0.9%
6	197	0.7%
9	179	0.6%
2	169	0.6%
11	166	0.6%
8.857142857	159	0.6%
7.428571429	147	0.5%
6.571428571	145	0.5%
7	143	0.5%
4	142	0.5%
5	142	0.5%
Other values (434)	10831	37.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10071	35.0%
0.1428571429	335	1.2%
0.1428571429	339	1.2%
0.2857142857	373	1.3%
0.2857142857	376	1.3%
0.4285714286	351	1.2%
0.4285714286	339	1.2%
0.4285714286	7	< 0.1%
0.5714285714	720	2.5%
0.5714285714	38	0.1%

Value	Count	Frequency (%)
97	1	< 0.1%
96	1	< 0.1%
95	1	< 0.1%
94	1	< 0.1%
93	1	< 0.1%
92	1	< 0.1%
91	1	< 0.1%
90	1	< 0.1%
88.71428571	1	< 0.1%
80.42857143	1	< 0.1%

respiración asistida
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	449.7 KiB

0	28782

Common Values
Chart

Value	Count	Frequency (%)
0	28782	100.0%

sars
Real number (ℝ_≥0)

ZEROS

Distinct	796
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.94454868
Minimum	0
Maximum	100
Zeros	5609
Zeros (%)	19.5%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.142857143
median	10.57142857
Q3	19.71428571
95-th percentile	51
Maximum	100
Range	100
Interquartile range (IQR)	16.57142857

Descriptive statistics

Standard deviation	17.14744114
Coefficient of variation (CV)	1.147404416
Kurtosis	6.07385657
Mean	14.94454868
Median Absolute Deviation (MAD)	8
Skewness	2.238948569
Sum	430134
Variance	294.0347377
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5609	19.5%
8	529	1.8%
18	444	1.5%
13	420	1.5%
6	420	1.5%
9	378	1.3%
12	330	1.1%
12.85714286	329	1.1%
10	318	1.1%
26	317	1.1%
8.571428571	284	1.0%
3	276	1.0%
14	267	0.9%
11.14285714	248	0.9%
16	230	0.8%
15	221	0.8%
6.428571429	209	0.7%
4.285714286	200	0.7%
4	188	0.7%
15.42857143	180	0.6%
5.714285714	178	0.6%
17.14285714	176	0.6%
5	171	0.6%
9.428571429	162	0.6%
7.428571429	159	0.6%
Other values (771)	16539	57.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5609	19.5%
0.4285714286	8	< 0.1%
0.7142857143	24	0.1%
0.7142857143	40	0.1%
0.8571428571	19	0.1%
0.8571428571	9	< 0.1%
1	8	< 0.1%
1.142857143	22	0.1%
1.142857143	38	0.1%
1.285714286	16	0.1%

Value	Count	Frequency (%)
100	42	0.1%
98.85714286	4	< 0.1%
98.42857143	10	< 0.1%
97.85714286	4	< 0.1%
97.71428571	4	< 0.1%
97	3	< 0.1%
96.85714286	10	< 0.1%
96.71428571	2	< 0.1%
96.57142857	4	< 0.1%
95.85714286	10	< 0.1%

tanatorio
Real number (ℝ_≥0)

ZEROS

Distinct	847
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31.16381766
Minimum	0
Maximum	100
Zeros	1068
Zeros (%)	3.7%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	3.285714286
Q1	8.714285714
median	13.57142857
Q3	58
95-th percentile	78
Maximum	100
Range	100
Interquartile range (IQR)	49.28571429

Descriptive statistics

Standard deviation	27.3730485
Coefficient of variation (CV)	0.8783599237
Kurtosis	-1.232597742
Mean	31.16381766
Median Absolute Deviation (MAD)	8.571428571
Skewness	0.5876209911
Sum	896957
Variance	749.2837844
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1068	3.7%
8	695	2.4%
10	550	1.9%
11	519	1.8%
12	376	1.3%
6	373	1.3%
7	367	1.3%
11.14285714	267	0.9%
9	265	0.9%
13	259	0.9%
11.42857143	232	0.8%
5	230	0.8%
11.85714286	224	0.8%
8.571428571	221	0.8%
10.57142857	220	0.8%
9.428571429	214	0.7%
11.57142857	214	0.7%
7.714285714	212	0.7%
14	199	0.7%
8.857142857	196	0.7%
10.14285714	186	0.6%
62	186	0.6%
7.428571429	183	0.6%
7.285714286	182	0.6%
10.85714286	177	0.6%
Other values (822)	20967	72.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1068	3.7%
0.8571428571	1	< 0.1%
1	2	< 0.1%
1.142857143	2	< 0.1%
1.285714286	1	< 0.1%
1.285714286	2	< 0.1%
1.428571429	2	< 0.1%
1.428571429	1	< 0.1%
1.571428571	2	< 0.1%
1.714285714	3	< 0.1%

Value	Count	Frequency (%)
100	9	< 0.1%
99.71428571	2	< 0.1%
99.42857143	3	< 0.1%
99.28571429	2	< 0.1%
99.14285714	2	< 0.1%
99	1	< 0.1%
98.85714286	3	< 0.1%
98.57142857	5	< 0.1%
98.28571429	3	< 0.1%
98	5	< 0.1%

temperatura
Real number (ℝ_≥0)

Distinct	781
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	38.80578139
Minimum	0
Maximum	100
Zeros	251
Zeros (%)	0.9%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	21.42857143
Q1	30.42857143
median	37
Q3	44.42857143
95-th percentile	64.57142857
Maximum	100
Range	100
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	14.23121541
Coefficient of variation (CV)	0.3667292578
Kurtosis	3.487373218
Mean	38.80578139
Median Absolute Deviation (MAD)	7
Skewness	1.211646566
Sum	1116908
Variance	202.527492
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32	446	1.5%
39	310	1.1%
35	301	1.0%
42	291	1.0%
38	290	1.0%
40	286	1.0%
49	258	0.9%
31	256	0.9%
0	251	0.9%
30	246	0.9%
33	235	0.8%
36	235	0.8%
41	230	0.8%
28	227	0.8%
26	219	0.8%
37.28571429	204	0.7%
37	199	0.7%
45	192	0.7%
37.57142857	190	0.7%
34.28571429	188	0.7%
29	188	0.7%
38.14285714	186	0.6%
33.57142857	184	0.6%
34	183	0.6%
37.71428571	173	0.6%
Other values (756)	22814	79.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	251	0.9%
2.142857143	1	< 0.1%
2.142857143	1	< 0.1%
2.428571429	1	< 0.1%
2.571428571	1	< 0.1%
2.571428571	1	< 0.1%
2.714285714	4	< 0.1%
2.714285714	5	< 0.1%
2.857142857	5	< 0.1%
2.857142857	6	< 0.1%

Value	Count	Frequency (%)
100	53	0.2%
99.28571429	8	< 0.1%
99	2	< 0.1%
98.57142857	8	< 0.1%
98.14285714	10	< 0.1%
97.85714286	11	< 0.1%
97.57142857	2	< 0.1%
97.28571429	1	< 0.1%
97.14285714	8	< 0.1%
97	3	< 0.1%

toque de queda
Real number (ℝ_≥0)

ZEROS

Distinct	692
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.303349316
Minimum	0
Maximum	100
Zeros	11375
Zeros (%)	39.5%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	11
95-th percentile	37
Maximum	100
Range	100
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	14.7525578
Coefficient of variation (CV)	1.776699647
Kurtosis	10.54521682
Mean	8.303349316
Median Absolute Deviation (MAD)	1
Skewness	2.939521956
Sum	238987
Variance	217.6379616
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11375	39.5%
1	959	3.3%
0.5714285714	449	1.6%
0.8571428571	266	0.9%
2	254	0.9%
0.2857142857	253	0.9%
0.8571428571	241	0.8%
0.2857142857	228	0.8%
9	225	0.8%
0.4285714286	221	0.8%
0.7142857143	209	0.7%
0.1428571429	209	0.7%
4	207	0.7%
10	197	0.7%
0.7142857143	195	0.7%
12	192	0.7%
0.1428571429	189	0.7%
0.4285714286	189	0.7%
1.142857143	165	0.6%
5	161	0.6%
3	150	0.5%
7	136	0.5%
1.428571429	122	0.4%
9.857142857	118	0.4%
8	117	0.4%
Other values (667)	11755	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11375	39.5%
0.1428571429	209	0.7%
0.1428571429	189	0.7%
0.2857142857	253	0.9%
0.2857142857	228	0.8%
0.4285714286	221	0.8%
0.4285714286	189	0.7%
0.4285714286	13	< 0.1%
0.5714285714	449	1.6%
0.5714285714	48	0.2%

Value	Count	Frequency (%)
100	53	0.2%
95.71428571	1	< 0.1%
95.14285714	4	< 0.1%
95	1	< 0.1%
94.42857143	2	< 0.1%
94	1	< 0.1%
93.42857143	3	< 0.1%
92.85714286	10	< 0.1%
92.71428571	4	< 0.1%
92.42857143	2	< 0.1%

tos
Real number (ℝ_≥0)

ZEROS

Distinct	296
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.397435897
Minimum	0
Maximum	100
Zeros	1152
Zeros (%)	4.0%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4285714286
Q1	1.714285714
median	2.571428571
Q3	4
95-th percentile	9
Maximum	100
Range	100
Interquartile range (IQR)	2.285714286

Descriptive statistics

Standard deviation	3.41627128
Coefficient of variation (CV)	1.005543999
Kurtosis	112.0430213
Mean	3.397435897
Median Absolute Deviation (MAD)	1.142857143
Skewness	6.712484818
Sum	97785
Variance	11.67090946
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	3515	12.2%
1	2472	8.6%
3	1969	6.8%
4	1156	4.0%
0	1152	4.0%
2.285714286	733	2.5%
2.857142857	723	2.5%
1.857142857	680	2.4%
2.714285714	639	2.2%
1.142857143	587	2.0%
5	586	2.0%
1.428571429	585	2.0%
2.142857143	581	2.0%
3.714285714	572	2.0%
3.142857143	571	2.0%
1.571428571	564	2.0%
3.285714286	421	1.5%
3.857142857	396	1.4%
2.571428571	347	1.2%
2.571428571	339	1.2%
1.714285714	334	1.2%
1.285714286	333	1.2%
1.714285714	325	1.1%
6	324	1.1%
1.285714286	314	1.1%
Other values (271)	8564	29.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1152	4.0%
0.1428571429	45	0.2%
0.1428571429	37	0.1%
0.2857142857	72	0.3%
0.2857142857	65	0.2%
0.4285714286	63	0.2%
0.4285714286	37	0.1%
0.4285714286	17	0.1%
0.5714285714	130	0.5%
0.5714285714	54	0.2%

Value	Count	Frequency (%)
100	1	< 0.1%
92.85714286	1	< 0.1%
89.42857143	1	< 0.1%
85.71428571	1	< 0.1%
78.85714286	1	< 0.1%
78.57142857	1	< 0.1%
71.42857143	1	< 0.1%
68.28571429	1	< 0.1%
64.28571429	1	< 0.1%
57.71428571	1	< 0.1%

uci
Real number (ℝ_≥0)

ZEROS

Distinct	864
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.64377041
Minimum	0
Maximum	100
Zeros	2377
Zeros (%)	8.3%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	12.14285714
median	21.71428571
Q3	32
95-th percentile	62.27857143
Maximum	100
Range	100
Interquartile range (IQR)	19.85714286

Descriptive statistics

Standard deviation	18.69836497
Coefficient of variation (CV)	0.7587461114
Kurtosis	2.701291624
Mean	24.64377041
Median Absolute Deviation (MAD)	9.714285714
Skewness	1.410942157
Sum	709297
Variance	349.6288526
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2377	8.3%
22	435	1.5%
17	370	1.3%
11	349	1.2%
7	340	1.2%
8	332	1.2%
31	331	1.2%
16	270	0.9%
15	264	0.9%
23	228	0.8%
27	224	0.8%
13	220	0.8%
19	218	0.8%
26	205	0.7%
12	202	0.7%
18	201	0.7%
20	201	0.7%
24	194	0.7%
25	183	0.6%
10	180	0.6%
21	168	0.6%
29	151	0.5%
18.85714286	146	0.5%
28	143	0.5%
22.28571429	143	0.5%
Other values (839)	20707	71.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2377	8.3%
0.8571428571	4	< 0.1%
0.8571428571	4	< 0.1%
1	6	< 0.1%
1.142857143	5	< 0.1%
1.142857143	11	< 0.1%
1.285714286	5	< 0.1%
1.428571429	10	< 0.1%
1.428571429	8	< 0.1%
1.571428571	15	0.1%

Value	Count	Frequency (%)
100	54	0.2%
99.85714286	1	< 0.1%
99.71428571	5	< 0.1%
99.57142857	1	< 0.1%
99.42857143	18	0.1%
99.28571429	1	< 0.1%
99.14285714	5	< 0.1%
99	1	< 0.1%
98.85714286	17	0.1%
98.57142857	4	< 0.1%

vacuna
Real number (ℝ_≥0)

ZEROS

Distinct	105
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.351295949
Minimum	0
Maximum	12
Zeros	4630
Zeros (%)	16.1%
Memory size	449.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.7142857143
median	1
Q3	2
95-th percentile	3.571428571
Maximum	12
Range	12
Interquartile range (IQR)	1.285714286

Descriptive statistics

Standard deviation	1.233091102
Coefficient of variation (CV)	0.9125248269
Kurtosis	7.955431044
Mean	1.351295949
Median Absolute Deviation (MAD)	0.5714285714
Skewness	2.088353929
Sum	38893
Variance	1.520513665
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	10588	36.8%
0	4630	16.1%
2	2738	9.5%
3	1699	5.9%
0.5714285714	525	1.8%
1.857142857	443	1.5%
1.142857143	432	1.5%
1.428571429	425	1.5%
1.571428571	420	1.5%
4	388	1.3%
0.8571428571	295	1.0%
0.2857142857	292	1.0%
0.4285714286	285	1.0%
0.1428571429	282	1.0%
0.7142857143	282	1.0%
2.714285714	258	0.9%
2.142857143	252	0.9%
1.714285714	251	0.9%
1.285714286	246	0.9%
2.285714286	245	0.9%
0.8571428571	241	0.8%
0.2857142857	240	0.8%
2.857142857	239	0.8%
0.7142857143	233	0.8%
0.4285714286	232	0.8%
Other values (80)	2621	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4630	16.1%
0.1428571429	282	1.0%
0.1428571429	232	0.8%
0.2857142857	292	1.0%
0.2857142857	240	0.8%
0.4285714286	285	1.0%
0.4285714286	232	0.8%
0.4285714286	1	< 0.1%
0.5714285714	525	1.8%
0.5714285714	9	< 0.1%

Value	Count	Frequency (%)
12	2	< 0.1%
11.42857143	2	< 0.1%
10.85714286	4	< 0.1%
10.28571429	2	< 0.1%
10	4	< 0.1%
9.857142857	4	< 0.1%
9.714285714	2	< 0.1%
9.714285714	6	< 0.1%
9.571428571	8	< 0.1%
9.428571429	4	< 0.1%

Code comunidad autónoma alpha
Categorical

HIGH CORRELATION

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	449.7 KiB

CL	5330
AN	4264
CM	2665
GA	2132
CT	2132
Other values (14)	12259

Common Values
Overview

Value	Count	Frequency (%)
CL	5330	18.5%
AN	4264	14.8%
CM	2665	9.3%
GA	2132	7.4%
CT	2132	7.4%
PV	1599	5.6%
AR	1599	5.6%
VC	1599	5.6%
CN	1066	3.7%
EX	1066	3.7%
NC	1066	3.7%
IB	533	1.9%
MC	533	1.9%
MD	533	1.9%
RI	533	1.9%
ML	533	1.9%
CB	533	1.9%
AS	533	1.9%
CE	533	1.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Overview of Unicode Properties

Unique unicode characters	16
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
C	15457	26.9%
A	8528	14.8%
N	6396	11.1%
L	5863	10.2%
M	4264	7.4%
V	3198	5.6%
R	2132	3.7%
T	2132	3.7%
G	2132	3.7%
E	1599	2.8%
P	1599	2.8%
B	1066	1.9%
X	1066	1.9%
I	1066	1.9%
S	533	0.9%
D	533	0.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	57564	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	15457	26.9%
A	8528	14.8%
N	6396	11.1%
L	5863	10.2%
M	4264	7.4%
V	3198	5.6%
R	2132	3.7%
T	2132	3.7%
G	2132	3.7%
E	1599	2.8%
P	1599	2.8%
B	1066	1.9%
X	1066	1.9%
I	1066	1.9%
S	533	0.9%
D	533	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	57564	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
C	15457	26.9%
A	8528	14.8%
N	6396	11.1%
L	5863	10.2%
M	4264	7.4%
V	3198	5.6%
R	2132	3.7%
T	2132	3.7%
G	2132	3.7%
E	1599	2.8%
P	1599	2.8%
B	1066	1.9%
X	1066	1.9%
I	1066	1.9%
S	533	0.9%
D	533	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57564	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
C	15457	26.9%
A	8528	14.8%
N	6396	11.1%
L	5863	10.2%
M	4264	7.4%
V	3198	5.6%
R	2132	3.7%
T	2132	3.7%
G	2132	3.7%
E	1599	2.8%
P	1599	2.8%
B	1066	1.9%
X	1066	1.9%
I	1066	1.9%
S	533	0.9%
D	533	0.9%

Code provincia alpha
Categorical

HIGH CARDINALITY
HIGH CORRELATION
UNIFORM

Distinct	54
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	449.7 KiB

V	533
NC	533
AB	533
CU	533
M	533
Other values (49)	26117

Common Values
Overview

Value	Count	Frequency (%)
V	533	1.9%
NC	533	1.9%
AB	533	1.9%
CU	533	1.9%
M	533	1.9%
BA	533	1.9%
LE	533	1.9%
CA	533	1.9%
PM	533	1.9%
ML	533	1.9%
BI	533	1.9%
CR	533	1.9%
SE	533	1.9%
LO	533	1.9%
SG	533	1.9%
SO	533	1.9%
CE	533	1.9%
AV	533	1.9%
CL	533	1.9%
S	533	1.9%
T	533	1.9%
SA	533	1.9%
A	533	1.9%
VI	533	1.9%
Z	533	1.9%
Other values (29)	15457	53.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	2
Median length	2
Mean length	1.759259259
Min length	1

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
C	6396	12.6%
A	5863	11.6%
S	4264	8.4%
L	3731	7.4%
O	3731	7.4%
U	3198	6.3%
G	2665	5.3%
M	2665	5.3%
B	2665	5.3%
E	2132	4.2%
T	2132	4.2%
V	2132	4.2%
R	1599	3.2%
P	1599	3.2%
I	1599	3.2%
H	1066	2.1%
Z	1066	2.1%
N	1066	2.1%
J	533	1.1%
F	533	1.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	50635	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	6396	12.6%
A	5863	11.6%
S	4264	8.4%
L	3731	7.4%
O	3731	7.4%
U	3198	6.3%
G	2665	5.3%
M	2665	5.3%
B	2665	5.3%
E	2132	4.2%
T	2132	4.2%
V	2132	4.2%
R	1599	3.2%
P	1599	3.2%
I	1599	3.2%
H	1066	2.1%
Z	1066	2.1%
N	1066	2.1%
J	533	1.1%
F	533	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	50635	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
C	6396	12.6%
A	5863	11.6%
S	4264	8.4%
L	3731	7.4%
O	3731	7.4%
U	3198	6.3%
G	2665	5.3%
M	2665	5.3%
B	2665	5.3%
E	2132	4.2%
T	2132	4.2%
V	2132	4.2%
R	1599	3.2%
P	1599	3.2%
I	1599	3.2%
H	1066	2.1%
Z	1066	2.1%
N	1066	2.1%
J	533	1.1%
F	533	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50635	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
C	6396	12.6%
A	5863	11.6%
S	4264	8.4%
L	3731	7.4%
O	3731	7.4%
U	3198	6.3%
G	2665	5.3%
M	2665	5.3%
B	2665	5.3%
E	2132	4.2%
T	2132	4.2%
V	2132	4.2%
R	1599	3.2%
P	1599	3.2%
I	1599	3.2%
H	1066	2.1%
Z	1066	2.1%
N	1066	2.1%
J	533	1.1%
F	533	1.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

First rows

	fecha	ambulancia	cementerio	dolor	enferma	enfermo	fiebre	hospital	muerte	paliativos	sars	tanatorio	temperatura	tos	uci	Code comunidad autónoma alpha	Code provincia alpha
0	2020-01-05	55.000000	7.0	66.000000	13.000000	36.000000	13.000000	44.000000	30.000000	24.000000	3.0	12.000000	44.000000	6.0	26.000000	AN	AL
1	2020-01-05	55.000000	7.0	66.000000	13.000000	36.000000	13.000000	44.000000	30.000000	24.000000	3.0	12.000000	44.000000	6.0	26.000000	AN	CA
2	2020-01-05	55.000000	7.0	66.000000	13.000000	36.000000	13.000000	44.000000	30.000000	24.000000	3.0	12.000000	44.000000	6.0	26.000000	AN	CO
3	2020-01-05	55.000000	7.0	66.000000	13.000000	36.000000	13.000000	44.000000	30.000000	24.000000	3.0	12.000000	44.000000	6.0	26.000000	AN	GR
4	2020-01-05	55.000000	7.0	66.000000	13.000000	36.000000	13.000000	44.000000	30.000000	24.000000	3.0	12.000000	44.000000	6.0	26.000000	AN	H
5	2020-01-05	55.000000	7.0	66.000000	13.000000	36.000000	13.000000	44.000000	30.000000	24.000000	3.0	12.000000	44.000000	6.0	26.000000	AN	J
6	2020-01-05	55.000000	7.0	66.000000	13.000000	36.000000	13.000000	44.000000	30.000000	24.000000	3.0	12.000000	44.000000	6.0	26.000000	AN	MA
7	2020-01-05	55.000000	7.0	66.000000	13.000000	36.000000	13.000000	44.000000	30.000000	24.000000	3.0	12.000000	44.000000	6.0	26.000000	AN	SE
8	2020-01-06	53.285714	7.0	65.428571	11.571429	34.714286	13.428571	44.857143	29.571429	23.571429	3.0	11.857143	45.142857	6.0	24.857143	AN	AL
9	2020-01-06	53.285714	7.0	65.428571	11.571429	34.714286	13.428571	44.857143	29.571429	23.571429	3.0	11.857143	45.142857	6.0	24.857143	AN	CA

Last rows

	fecha	ambulancia	astrazeneca	cementerio	coronavirus	covid	dolor	enferma	enfermo	fiebre	hospital	janssen	muerte	paliativos	pandemia	pfizer	sars	tanatorio	temperatura	toque de queda	tos	uci	vacuna	Code comunidad autónoma alpha	Code provincia alpha
28772	2021-06-17	31.571429	16.571429	3.428571	2.0	5.571429	54.0	9.571429	30.285714	6.571429	56.285714	8.571429	18.857143	11.571429	1.0	32.857143	9.571429	9.142857	29.714286	2.0	1.571429	11.571429	3.0	VC	V
28773	2021-06-18	36.714286	15.714286	3.285714	2.0	5.714286	54.0	8.714286	24.857143	6.714286	55.857143	8.714286	19.571429	11.714286	1.0	32.571429	8.714286	9.428571	27.142857	2.0	1.714286	11.714286	3.0	VC	A
28774	2021-06-18	36.714286	15.714286	3.285714	2.0	5.714286	54.0	8.714286	24.857143	6.714286	55.857143	8.714286	19.571429	11.714286	1.0	32.571429	8.714286	9.428571	27.142857	2.0	1.714286	11.714286	3.0	VC	CS
28775	2021-06-18	36.714286	15.714286	3.285714	2.0	5.714286	54.0	8.714286	24.857143	6.714286	55.857143	8.714286	19.571429	11.714286	1.0	32.571429	8.714286	9.428571	27.142857	2.0	1.714286	11.714286	3.0	VC	V
28776	2021-06-19	41.857143	14.857143	3.142857	2.0	5.857143	54.0	7.857143	19.428571	6.857143	55.428571	8.857143	20.285714	11.857143	1.0	32.285714	7.857143	9.714286	24.571429	2.0	1.857143	11.857143	3.0	VC	A
28777	2021-06-19	41.857143	14.857143	3.142857	2.0	5.857143	54.0	7.857143	19.428571	6.857143	55.428571	8.857143	20.285714	11.857143	1.0	32.285714	7.857143	9.714286	24.571429	2.0	1.857143	11.857143	3.0	VC	CS
28778	2021-06-19	41.857143	14.857143	3.142857	2.0	5.857143	54.0	7.857143	19.428571	6.857143	55.428571	8.857143	20.285714	11.857143	1.0	32.285714	7.857143	9.714286	24.571429	2.0	1.857143	11.857143	3.0	VC	V
28779	2021-06-20	47.000000	14.000000	3.000000	2.0	6.000000	54.0	7.000000	14.000000	7.000000	55.000000	9.000000	21.000000	12.000000	1.0	32.000000	7.000000	10.000000	22.000000	2.0	2.000000	12.000000	3.0	VC	A
28780	2021-06-20	47.000000	14.000000	3.000000	2.0	6.000000	54.0	7.000000	14.000000	7.000000	55.000000	9.000000	21.000000	12.000000	1.0	32.000000	7.000000	10.000000	22.000000	2.0	2.000000	12.000000	3.0	VC	CS
28781	2021-06-20	47.000000	14.000000	3.000000	2.0	6.000000	54.0	7.000000	14.000000	7.000000	55.000000	9.000000	21.000000	12.000000	1.0	32.000000	7.000000	10.000000	22.000000	2.0	2.000000	12.000000	3.0	VC	V

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows